REVIEW 4 major objections 6 minor 3 cited by
Externally irradiated young stars in NGC 3603. A JWST NIRSpec catalogue of pre-main-sequence stars in a massive star formation region
T0 review · 4 major / 6 minor · reviewed 2026-08-11 · deepseek-v4-flash
Pith's one-line read JWST NIRSpec spectra show 42 stars in NGC 3603 are actively accreting, including twelve with ages of at least 10 Myr and four at 15 Myr or more.
desk verdict A careful, honest NIRSpec catalog of 42 accreting PMS stars in NGC 3603, with a plausible but not fully demonstrated claim of elevated accretion rates at fixed age and mass. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The argument is carried by four linked pieces. (1) A scaled nebular-subtraction scheme uses the He I 1.869 $\mu$m doublet as a brightness reference, scaling the subtraction until He I vanishes and thereby recovering the stellar hydrogen lines from a bright, spatially variable nebula. (2) An MCMC spectral-fitting routine matches each source against Phoenix stellar atmosphere models reddened with the G23 extinction curve and veiled by a single blackbody component, yielding effective temperature, extinction, and veiling; five line-poor continuum sources are instead fitted to their optical SEDs. (3) Stars are placed on the Hertzsprung-Russell diagram with MIST isochrones to get masses, ages, and radii. (4) Br$\gamma$ (or Pa$\alpha$ for sources where Br$\gamma$ is in absorption) line luminosity is converted to accretion luminosity with the A17 and D11 calibrations, then to $\dot{M}_{\rm acc} \sim 1.25\,L_{\rm acc} R_*/(G M_*)$; a multivariate fit removes the mass and age dependence before the residuals are compared with nebular H$_2$, H$\alpha$, and distance.
What would settle it
Take the four sources with nominal ages of at least 15 Myr and date them with an independent clock, such as lithium depletion, kinematics, or binary orbit. If they turn out to be significantly younger than 10 Myr, the long-lived accretion claim fails. As a second test, repeat the H2–$\dot{M}_{\rm acc}$ correlation on a larger sample with a molecular gas tracer that does not depend on the same nebular subtraction; if the correlation disappears, the environmental claim fails.
Extended reading notes
Core claim
The discovery is a population of old, actively accreting pre-main-sequence stars in a massive, UV-dominated cluster, plus a spatial correlation between how fast a star accretes and how much molecular gas surrounds it. Of 100 NIRSpec spectra, 42 show hydrogen recombination lines (Paα, Brγ, Brβ) above the chromospheric level after nebular subtraction, confirming ongoing magnetospheric accretion. Placing these stars on the Hertzsprung-Russell diagram with MIST isochrones yields masses from 0.5 to 7 $M_\odot$ and a tail of ages at 10–20 Myr; accretion rates inferred from Brγ and Paα line luminosities span five orders of magnitude and, at fixed stellar mass and age, exceed those of comparison samples in low-mass star-forming regions. After fitting and removing the joint dependence of $\dot{M}_{\rm acc}$ on mass and age, the residuals correlate positively with nebular H2 brightness, suggesting late infall or shielding by dense molecular gas sustains accretion; no such correlation appears with ionized Hα or with radial distance from the cluster centre.
Load-bearing premise
The ages of the stars, and therefore the claims of 10–20 Myr accretion and of slower accretion decline, rest entirely on the isochronal age scale and the adopted extinction curve; the paper itself states that a different extinction correction moves the nominal 15 Myr sources to about 50 Myr.
Editorial extensions
If this is right
- Active gas accretion persists in NGC 3603 for at least 10 Myr, with four sources at 15 Myr or more, under an ultraviolet field orders of magnitude stronger than in Orion.
- At fixed stellar mass and age, $\dot{M}_{\rm acc}$ values are systematically higher than in the comparison low-mass star-forming regions, and the decline of $\dot{M}_{\rm acc}$ with age is shallower.
- After removing the mass and age dependence, the residual accretion rate correlates positively with nebular H$_2$ brightness; no such correlation appears with nebular H$\alpha$ or with distance from the cluster centre.
- Most accreting sources (26 of 42) are Class III, with no detectable JHK excess, so surveys that identify disks by near-infrared continuum excess alone will miss most active accretors at these ages.
- The older accreting sources lie at larger projected distances from the cluster centre than the younger ones, a separation supported by a K-S test and bootstrap confidence intervals.
Reading between the lines
- If the 10–20 Myr ages survive independent checks, then disk-lifetime estimates based on near-infrared continuum excess systematically underestimate disk longevity in massive clusters, since most of the accretors in this sample show no JHK excess.
- The H2–$\dot{M}_{\rm acc}$ correlation, if causal, points to dense gas replenishing or shielding disks; a direct test would compare disk gas masses and radii, for example with submillimetre interferometry, between sources in the dense pillars and those in the low-density central bubble.
- The steep $\dot{M}_{\rm acc}$–mass relation implies intermediate-mass stars in such clusters assemble their disks faster, which would shorten the time window for forming giant planet cores before disk dispersal.
- The updated $L_{\rm acc}$–Pa$\alpha$ relation offers a route to measure accretion in even more crowded or more distant clusters using Pa$\alpha$ alone, where Br$\gamma$ is weaker or absorbed.
Signed reviews
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. This paper presents JWST NIRSpec MSA spectroscopy of 100 stars in NGC 3603, of which 42 are classified as pre-main-sequence stars with active accretion based on hydrogen recombination lines. The authors use an MCMC spectral fitting procedure with Phoenix models and HST photometry to derive effective temperatures, extinctions, veiling, and stellar parameters; ages and masses are obtained from MIST isochrones. Accretion luminosities are derived from Brγ (or Paα) line fluxes using literature calibrations, and an updated Lacc–LPaα relation is presented. The headline results are: twelve accreting sources with ages consistent with ≥10 Myr (four with ≥15 Myr), mass accretion rates spanning five orders of magnitude and 'systematically higher for a given stellar age and mass' than in low-mass star-forming regions, and a positive correlation between residual accretion rate and ambient nebular H2 emission.
Significance. If the central claims hold, the paper provides one of the first spectroscopic demonstrations that active disk accretion can persist for longer than ~10 Myr in a massive, UV-hostile starburst cluster, with elevated accretion rates and an environmental correlation with molecular gas density. The work also delivers a valuable catalogue: 42 spectroscopically classified PMS stars with MCMC-derived stellar parameters, extinction, veiling, and Monte Carlo line-flux uncertainties. The data reduction is notably careful: the scaled nebular subtraction is tested against He I residuals, the residual nebular contamination is quantified (≈2% to −8% in Paα), and optimal extraction is validated. The updated Lacc–LPaα relation with a factor ~2.5 reduction in coefficient uncertainties is a useful community resource. These strengths, however, do not by themselves establish the headline comparison claims, which rest on unquantified selection effects, heterogeneous literature calibrations, and a bivariate claim that is not directly tested.
major comments (4)
- [§6.3 and Table 2] The abstract and Section 6.3 state that twelve accreting sources have ages consistent with ≥10 Myr and four with ≥15 Myr. However, the best-fit ages listed in Table 2 give only nine sources with ages ≥10 Myr (1339, 1717, 1876, 4104, 1981, 1852, 1854, 1497, 1813) and only two with ages ≥15 Myr (1497, 1813). If 'consistent with' instead means that the 1σ uncertainty interval overlaps the threshold, the criterion is not stated and the counts change (e.g., 1436, 1530, and 2880 have intervals containing 10 Myr). Because the population of old accretors is a central claim, please state the exact criterion used, report the correct counts, and show the individual age posteriors or a table of the relevant sources.
- [§6.5, Figures 11–12] The claim that accretion rates are 'systematically higher for a given stellar age and mass' is not demonstrated. Figure 11 compares log Mdot vs log M* with the Donehew & Brittain (2011) relation, and Figure 12 compares log Mdot vs age with the Sicilia-Aguilar et al. (2005) relation, but neither controls for both variables simultaneously. Since Equation (7) gives log Mdot = 1.682 log M* − 0.795 log t − 2.731, a sample skewed toward higher masses (NGC 3603 contains many 2–7 M⊙ sources, while the comparison samples are predominantly below 2 M⊙) will appear above a low-mass sample in the Mdot–age plane even if the underlying Mdot(M*, t) law is identical. Please test the offset directly, for example by computing residuals from the multivariate relation or by comparing a mass-matched subsample, and report the significance of any residual offset.
- [§6.5 and §7.6] The comparison samples are not homogeneous with respect to the quantities being compared. The D11 relation combines Herbig AeBe stars, intermediate-mass T Tauri stars, and CTTSs, while the Sicilia-Aguilar sample includes the massive SFR Cepheus OB2; both use different accretion tracers (Brγ, Hα), different Lacc calibrations, different extinction laws, and different isochrones. The paper does not quantify how these systematic differences propagate into the claimed offset in Mdot at fixed age and mass. Without an assessment of these systematics, the environmental interpretation remains vulnerable to calibration-driven shifts.
- [§6.6 and Figure 13] The claimed correlation between the residual accretion rate and nebular H2 emission is presented visually, but no statistical test is reported. Given that the sample size is 42 and multiple environmental variables (Hα, H2, radial distance) were examined, a Spearman rank correlation with a p-value (or an equivalent test) is needed to establish the significance of the H2 trend and to rule out a chance finding. The normalization of the axes in Figure 13 is also not defined in the text.
minor comments (6)
- [Abstract and §6.5] The wording of the central comparison claim is inconsistent: the abstract says 'systematically higher for a given stellar age and mass', §6.5 says 'for a given mass' (Figure 11), and conclusion 10 says 'for a given age'. Please harmonize the wording with what is actually tested.
- [§6.5, Equation (6)] The fit in Equation (6) uses all sources including the low-mass end where the text states there is no apparent trend; consider fitting separate relations for M* < 1 M⊙ and M* ≥ 1 M⊙, or stating why a single power law is appropriate.
- [§5.2 and Table 2] For the five continuum sources whose properties were derived from SED fitting alone, the comparison with MUSE spectra (Section 5.2.3) shows Teff underestimates of order 1000 K for source 152; please state explicitly how this systematic affects ages and masses of the SED-fitted sources and whether it influences the old-age population.
- [Appendix C, Table C.1] The note says 'a number of sources shows net absorption line profiles for Br7' and that these used Equation (8) and Paα, but in Table C.1 only source 152 is flagged with '−−' for Brγ. Please clarify which sources actually used the Paα-based calibration.
- [§6.2] The spectral index α is measured over 1.7–3.0 μm, which is a narrower range than the 1–10 μm normally used for Class I/II/III classification; the caveat in the text is appropriate, but consider also presenting the distribution of α for the restricted range to avoid over-interpretation of the Class III fraction.
- [§7.4] The discussion of the lack of circumstellar H2 would benefit from a quantitative upper limit on H2 line flux or EW for a representative source, rather than the purely qualitative statement that no H2 is detected.
Circularity Check
No significant circularity: the central accretion-rate and age claims rest on external calibrations and independent isochrones; the only internal Pa-alpha calibration is a secondary tracer for one source and is not load-bearing.
full rationale
I traced the main derivation chain: spectral types and extinction come from fitting Phoenix models to NIRSpec spectra plus HST photometry; masses and ages come from the external MIST isochrones of Choi et al. (2016); and Mdot is computed from Lacc using the external Gullbring et al. (1998) relation, with Lacc itself obtained from Br-gamma via the external calibrations of Alcala et al. (2017) and Donehew & Brittain (2011). None of these steps reduces, by the paper's own equations, to the quantities being predicted. The one potentially self-referential element is Eq. 8, the updated Lacc-LPa-alpha relation, which is a re-fit of the authors' earlier relation (Rogers et al. 2024c) with unchanged coefficients. However, that relation is anchored to the external A17/D11 Br-gamma calibration, and it is used only for sources whose Br-gamma is in net absorption (notably source 152 in Table C.1). That source was not used to calibrate the relation, so this is a legitimate secondary-tracer calibration rather than a fitted input renamed as a prediction. It also does not drive the central claims of 10-20 Myr accreting stars or the environmental H2 correlation. The age claims explicitly acknowledge that isochronal ages may be systematically underestimated (Sec. 7.7) and that an alternative extinction treatment moves the old sources to even older ages (Sec. 7.6), so the qualitative conclusion is not forced by a circular age definition. The Mdot-H2 analysis removes the fitted M* and age dependence via Eq. 7 and then correlates the residuals with nebular H2 brightness; this is standard residualization, not a correlation manufactured by construction. The abstract's phrase 'for a given stellar age and mass' is stronger than what the two one-dimensional comparison figures strictly demonstrate, but that is a statistical-support weakness rather than a circularity. Overall, the paper is self-contained against external benchmarks and contains no load-bearing circular step.
Assumptions & free parameters
free parameters (7)
- A(V) per source =
0.002 to 8.6 mag
- T_eff per source =
3317 to 11611 K
- Veiling r_lambda and T_bb =
r up to 13.1; T_bb 1408 to 4950 K
- Slope and intercept of log Mdot vs log M* (Eq. 6) =
2.99 +/- 0.11 and -8.067
- Coefficients of multivariate Mdot(M*, age) fit (Eq. 7) =
1.682, -0.795, -2.731
- Lacc-LPaα relation coefficients (Eq. 8) =
1.42 +/- 0.08 and 3.33 +/- 0.17
- NIR extinction curve exponent alpha =
1.68467
assumptions (8)
- domain assumption MIST isochrones and evolutionary tracks are applicable to PMS stars in NGC 3603 at solar metallicity.
- domain assumption G23 extinction curve with R(V) = 4.8 is valid along the line of sight to NGC 3603.
- domain assumption Phoenix stellar atmosphere models with log(g)=4.0 and [Fe/H]=0.0 are adequate templates for the PMS photospheres.
- domain assumption The A17 and D11 Brγ-to-Lacc calibrations, calibrated on nearby CTTS and Herbig AeBe stars, hold for sources at 7.2 kpc in NGC 3603.
- domain assumption He I 1.869 µm emission is purely nebular in our sources, so its complete removal gives the correct nebular subtraction.
- domain assumption Nebular hydrogen recombination line flux scales linearly with He I 1.869 µm across the wavelength range.
- domain assumption H2 2.12 µm surface brightness is proportional to the density of ambient molecular gas around each star.
- domain assumption Distance to NGC 3603 is 7.2 +/- 0.1 kpc (Drew et al. 2019).
Cite this review
Pith. "Pith review of Externally irradiated young stars in NGC 3603. A JWST NIRSpec catalogue of pre-main-sequence stars in a massive star formation region." pith.science (2026). https://pith.science/paper/UM6DXE2V
@misc{pith2026241205650,
author = {Pith},
title = {Pith review of: Externally irradiated young stars in NGC 3603. A JWST NIRSpec catalogue of pre-main-sequence stars in a massive star formation region},
year = {2026},
howpublished = {\url{https://pith.science/paper/UM6DXE2V}},
note = {Machine review of arXiv:2412.05650}
}
abstract
NGC 3603 is the optically brightest massive star forming region (SFR) in the Milky Way, representing a small scale starburst region. Studying young stars in regions like this allows us to assess how star and planet formation proceeds in a dense clustered environment with high levels of UV radiation. JWST provides the sensitivity, unbroken wavelength coverage, and spatial resolution required to study individual pre-main-sequence (PMS) stars in distant massive SFRs in detail for the first time. Using the Micro-Shutter Assembly (MSA) onboard the Near InfraRed Spectrograph (NIRSpec), multi-object spectroscopy was performed, yielding 100 stellar spectra. We fit the PMS spectra to derive their photospheric properties, extinction, and NIR veiling. From this, we determined the masses and ages of our sources by placing them on the Hertzsprung-Russel diagram (HRD). Their accretion rates were determined by converting the luminosity of hydrogen emission lines to an accretion luminosity. We have classified 42 as actively accreting. Our sources span a range of masses from 0.5 to 7 $M_{\odot}$. Twelve of these accreting sources have ages consistent with $\ge$ 10 Myrs, with four having ages of $\ge$ 15 Myrs. Their mass accretion rates span 5 orders of magnitude and are systematically higher for a given stellar age and mass than for a comparative sample taken from low-mass SFRs. We report an environmental relationship between $\dot{M}_{acc}$ and the density of ambient molecular gas as traced by nebular $H_2$ emission.
Figures
Figures from the paper (10 more)
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Reference graph
Works this paper leans on
-
[1]
2021, Astronomy & Astrophysics, 652, A72
Alcal \'a , J., Gangi, M., Biazzo, K., et al. 2021, Astronomy & Astrophysics, 652, A72
2021
-
[2]
2017, Astronomy & Astrophysics, 600, A20
Alcal \'a , J., Manara, C., Natta, A., et al. 2017, Astronomy & Astrophysics, 600, A20
2017
-
[3]
2014, Astronomy & Astrophysics, 561, A2
Alcal \'a , J., Natta, A., Manara, C., et al. 2014, Astronomy & Astrophysics, 561, A2
2014
-
[4]
Alves de Oliveira, C., Luetzgendorf, N., Ferruit, P., & Rawle, T. 2018
2018
-
[5]
& Montmerle, T
Andre, P. & Montmerle, T. 1994, The Astrophysical Journal, Part 1 (ISSN 0004-637X), vol. 420, no. 2, p. 837-862, 420, 837
1994
-
[6]
G., Nisini, B., et al
Antoniucci, S., L \'o pez, R. G., Nisini, B., et al. 2014, Astronomy & Astrophysics, 572, A62
2014
-
[7]
2017, Astronomy & Astrophysics, 606, A48
Antoniucci, S., Nisini, B., Biazzo, K., et al. 2017, Astronomy & Astrophysics, 606, A48
2017
-
[8]
J., Clarke, C
Armitage, P. J., Clarke, C. J., & Palla, F. 2003, Monthly Notices of the Royal Astronomical Society, 342, 1139
2003
Show all 144 references
-
[9]
F., et al
Aru, M.-L., Mauco, K., Manara, C. F., et al. 2024, Astronomy & Astrophysics, 687, A93
2024
-
[10]
& Reipurth, B
Bally, J. & Reipurth, B. 2001, The Astrophysical Journal, 546, 299
2001
-
[11]
& Reipurth, B
Bally, J. & Reipurth, B. 2003, The Astronomical Journal, 126, 893
2003
-
[12]
S., Weintraub, D
Bary, J. S., Weintraub, D. A., & Kastner, J. H. 2002, The Astrophysical Journal, 576, L73
2002
-
[13]
2010, The Astrophysical Journal, 720, 1108
Beccari, G., Spezzi, L., De Marchi, G., et al. 2010, The Astrophysical Journal, 720, 1108
2010
-
[14]
L., McGregor, P
Beck, T. L., McGregor, P. J., Takami, M., & Pyo, T.-S. 2008, The Astrophysical Journal, 676, 472
2008
-
[15]
P., Naylor, T., Mayne, N., Jeffries, R., & Littlefair, S
Bell, C. P., Naylor, T., Mayne, N., Jeffries, R., & Littlefair, S. 2013, Monthly Notices of the Royal Astronomical Society, 434, 806
2013
-
[16]
1998, Astronomy and Astrophysics, v
Benedettini, M., Nisini, B., Giannini, T., et al. 1998, Astronomy and Astrophysics, v. 339, p. 159-164 (1998), 339, 159
1998
-
[17]
R., Apell \'a niz, J
Berlanas, S. R., Apell \'a niz, J. M., Herrero, A., et al. 2023, Astronomy & Astrophysics, 671, A20
2023
-
[18]
2023, Nature, 621, 56
Bern \'e , O., Martin-Drumel, M.-A., Schroetter, I., et al. 2023, Nature, 621, 56
2023
-
[19]
2019, The Astrophysical Journal, 875, 51
Biazzo, K., Beccari, G., De Marchi, G., & Panagia, N. 2019, The Astrophysical Journal, 875, 51
2019
-
[20]
2006, Astronomy & Astrophysics, 455, 561
Bik, A., Kaper, L., & Waters, L. 2006, Astronomy & Astrophysics, 455, 561
2006
-
[21]
& Thi, W
Bik, A. & Thi, W. 2004, Astronomy & Astrophysics, 427, L13
2004
-
[22]
Boyden, R. D. & Eisner, J. A. 2020, The Astrophysical Journal, 894, 74
2020
-
[23]
2024, Astronomy & Astrophysics, 682, A61
Cacciapuoti, L., Macias, E., Gupta, A., et al. 2024, Astronomy & Astrophysics, 682, A61
2024
-
[24]
2004, , 128, 1294
Calvet , N., Muzerolle , J., Brice \ n o , C., et al. 2004, , 128, 1294
2004
-
[25]
2004, The Astronomical Journal, 128, 1294
Calvet, N., Muzerolle, J., Briceno, C., et al. 2004, The Astronomical Journal, 128, 1294
2004
-
[26]
Carciofi, A. C. & Bjorkman, J. E. 2006, The Astrophysical Journal, 639, 1081
2006
-
[27]
A., Clayton, G
Cardelli, J. A., Clayton, G. C., & Mathis, J. S. 1989, The Astrophysical Journal, 345, 245
1989
-
[28]
M., Mamajek, E
Carpenter, J. M., Mamajek, E. E., Hillenbrand, L. A., & Meyer, M. R. 2006, The Astrophysical Journal, 651, L49
2006
-
[29]
2016, The Astrophysical Journal, 823, 102
Choi, J., Dotter, A., Conroy, C., et al. 2016, The Astrophysical Journal, 823, 102
2016
-
[30]
A., Kessler-Silacci, J
Cieza, L. A., Kessler-Silacci, J. E., Jaffe, D. T., Harvey, P. M., & Evans II, N. J. 2005, The Astrophysical Journal, 635, 422
2005
-
[31]
Coleman, G. A. & Haworth, T. J. 2020, Monthly Notices of the Royal Astronomical Society: Letters, 496, L111
2020
-
[32]
M., Mandel , K
Czekala , I., Andrews , S. M., Mandel , K. S., Hogg , D. W., & Green , G. M. 2015, , 812, 128
2015
-
[33]
& Hillenbrand, L
Dahm, S. & Hillenbrand, L. 2007, The Astronomical Journal, 133, 2072
2007
-
[34]
J., Cervantes, B., Nisini, B., et al
Davis, C. J., Cervantes, B., Nisini, B., et al. 2011, Astronomy & Astrophysics, 528, A3
2011
-
[35]
2013, The Astrophysical Journal, 775, 68
De Marchi, G., Beccari, G., & Panagia, N. 2013, The Astrophysical Journal, 775, 68
2013
-
[36]
2024, The Astrophysical Journal, Accepted
De Marchi, G., Giardino, G., Biazzo, K., et al. 2024, The Astrophysical Journal, Accepted
2024
-
[37]
2017, The Astrophysical Journal, 846, 110
De Marchi, G., Panagia, N., & Beccari, G. 2017, The Astrophysical Journal, 846, 110
2017
-
[38]
2011 a , The Astrophysical Journal, 740, 11
De Marchi, G., Panagia, N., Romaniello, M., et al. 2011 a , The Astrophysical Journal, 740, 11
2011
-
[39]
2011 b , The Astrophysical Journal, 740, 10
De Marchi, G., Panagia, N., & Sabbi, E. 2011 b , The Astrophysical Journal, 740, 10
2011
-
[40]
& Brittain, S
Donehew, B. & Brittain, S. 2011, The Astronomical Journal, 141, 46
2011
-
[41]
2019, Monthly Notices of the Royal Astronomical Society, 486, 1034
Drew, J., Mongui \'o , M., & Wright, N. 2019, Monthly Notices of the Royal Astronomical Society, 486, 1034
2019
-
[42]
F., Walborn, N
Drissen, L., Moffat, A. F., Walborn, N. R., & Shara, M. M. 1995, Astronomical Journal v. 110, p. 2235, 110, 2235
1995
-
[43]
2009, Astronomy & Astrophysics, 504, 461
Fang, M., Van Boekel, R., Wang, W., et al. 2009, Astronomy & Astrophysics, 504, 461
2009
-
[44]
2022, Astronomy & Astrophysics, 661, A81
Ferruit, P., Jakobsen, P., Giardino, G., et al. 2022, Astronomy & Astrophysics, 661, A81
2022
-
[45]
Fitzpatrick, E. L. & Massa, D. 2009, The Astrophysical Journal, 699, 1209
2009
-
[46]
W., Lang, D., & Goodman, J
Foreman-Mackey, D., Hogg, D. W., Lang, D., & Goodman, J. 2013, Publications of the Astronomical Society of the Pacific, 125, 306
2013
-
[47]
2011, The Astrophysical Journal Supplement Series, 195, 3
Furlan, E., Luhman, K., Espaillat, C., et al. 2011, The Astrophysical Journal Supplement Series, 195, 3
2011
-
[48]
D., Bohlin, R., Sloan, G., et al
Gordon, K. D., Bohlin, R., Sloan, G., et al. 2022, The Astronomical Journal, 163, 267
2022
-
[49]
D., Clayton, G
Gordon, K. D., Clayton, G. C., Decleir, M., et al. 2023, The Astrophysical Journal, 950, 86
2023
-
[50]
A., Schmeja, S., Dolphin, A
Gouliermis, D. A., Schmeja, S., Dolphin, A. E., et al. 2012, The Astrophysical Journal, 748, 64
2012
-
[51]
Greene, T. P. & Lada, C. J. 1996, The Astronomical Journal, 112, 2184
1996
-
[52]
2021, AA, 650, A157
Guarcello, M., Biazzo, K., Drake, J., et al. 2021, AA, 650, A157
2021
-
[53]
2010, Astronomy & Astrophysics, 521, A61
Guarcello, M., Micela, G., Peres, G., Prisinzano, L., & Sciortino, S. 2010, Astronomy & Astrophysics, 521, A61
2010
-
[54]
1998, , 492, 323
Gullbring , E., Hartmann , L., Brice \ n o , C., & Calvet , N. 1998, , 492, 323
1998
-
[55]
E., Lada, E
Haisch Jr, K. E., Lada, E. A., & Lada, C. J. 2001, The Astrophysical Journal, 553, L153
2001
-
[56]
R., Millman, K
Harris, C. R., Millman, K. J., Van Der Walt, S. J., et al. 2020, Nature, 585, 357
2020
-
[57]
2023, The Astrophysical Journal Letters, 951, L32
Harsono, D., Bjerkeli, P., Ramsey, J., et al. 2023, The Astrophysical Journal Letters, 951, L32
2023
-
[58]
1998, , 495, 385
Hartmann , L., Calvet , N., Gullbring , E., & D'Alessio , P. 1998, , 495, 385
1998
-
[59]
J., Clarke, C
Haworth, T. J., Clarke, C. J., Rahman, W., Winter, A. J., & Facchini, S. 2018, Monthly Notices of the Royal Astronomical Society, 481, 452
2018
-
[60]
J., Coleman, G
Haworth, T. J., Coleman, G. A., Qiao, L., Sellek, A. D., & Askari, K. 2023, Monthly Notices of the Royal Astronomical Society, 526, 4315
2023
-
[61]
J., Allen, L
Heiderman, A., Evans, N. J., Allen, L. E., Huard, T., & Heyer, M. 2010, The Astrophysical Journal, 723, 1019
2010
-
[62]
& O'dell, C
Henney, W. & O'dell, C. 1999, The Astronomical Journal, 118, 2350
1999
-
[63]
Herczeg, G. J. & Hillenbrand, L. A. 2008, The Astrophysical Journal, 681, 594
2008
-
[64]
Herczeg, G. J. & Hillenbrand, L. A. 2014, The Astrophysical Journal, 786, 97
2014
-
[65]
Hillenbrand, L. A. 2005, arXiv preprint astro-ph/0511083
2005 arXiv
-
[66]
1986, , 98, 609
Horne , K. 1986, , 98, 609
1986
-
[67]
& Dale, D
Hunter, J. & Dale, D. 2007, Matplotlib 0.90. 0 user’s guide, 487
2007
-
[68]
2013, Astronomy & Astrophysics, 553, A6
Husser, T.-O., Wende-von Berg, S., Dreizler, S., et al. 2013, Astronomy & Astrophysics, 553, A6
2013
-
[69]
2013, Monthly Notices of the Royal Astronomical Society, 429, 2960
Ilee, J., Wheelwright, H., Oudmaijer, R., et al. 2013, Monthly Notices of the Royal Astronomical Society, 429, 2960
2013
-
[70]
2022, Monthly Notices of the Royal Astronomical Society, 517, 1518
Jones, O., Reiter, M., Sanchez-Janssen, R., et al. 2022, Monthly Notices of the Royal Astronomical Society, 517, 1518
2022
-
[71]
2015, Astronomy & Astrophysics, 576, A78
Kausch, W., Noll, S., Smette, A., et al. 2015, Astronomy & Astrophysics, 576, A78
2015
-
[72]
2023, Astronomy & Astrophysics, 673, A166
Kirwan, A., Manara, C., Whelan, E., et al. 2023, Astronomy & Astrophysics, 673, A166
2023
-
[73]
G., Natta, A., et al
Koutoulaki, M., Lopez, R. G., Natta, A., et al. 2021, Astronomy & Astrophysics, 645, A50
2021
-
[74]
G., Natta, A., et al
Koutoulaki, M., Lopez, R. G., Natta, A., et al. 2018, Astronomy & Astrophysics, 614, A90
2018
-
[75]
S., & Haugb lle, T
Kuffmeier, M., Jensen, S. S., & Haugb lle, T. 2023, The European Physical Journal Plus, 138, 272
2023
-
[76]
2016, Astronomy & Astrophysics, 593, A78
Kuncarayakti, H., Galbany, L., Anderson, J., Kr \"u hler, T., & Hamuy, M. 2016, Astronomy & Astrophysics, 593, A78
2016
-
[77]
Lada, C. J. & Lada, E. A. 2003, Annu. Rev. Astron. Astrophys., 41, 57
2003
-
[78]
2008, The Astrophysical Journal, 680, 398
Lebouteiller, V., Bernard-Salas, J., Brandl, B., et al. 2008, The Astrophysical Journal, 680, 398
2008
-
[79]
Lewis, J. A. & Lada, C. J. 2016, The Astrophysical Journal, 825, 91
2016
-
[80]
2012, Monthly Notices of the Royal Astronomical Society, 424, 1088
Lumsden, S., Wheelwright, H., Hoare, M., Oudmaijer, R., & Drew, J. 2012, Monthly Notices of the Royal Astronomical Society, 424, 1088
2012
-
[81]
2011, Astronomy & Astrophysics, 531, A27
Maaskant, K., Bik, A., Waters, L., et al. 2011, Astronomy & Astrophysics, 531, A27
2011
-
[82]
Mamajek, E. E. 2009, 1158, 3
2009
-
[83]
2015, Astronomy & Astrophysics, 579, A66
Manara, C., Testi, L., Natta, A., & Alcal \'a , J. 2015, Astronomy & Astrophysics, 579, A66
2015
-
[84]
P., & Russell , S
Mannings , V., Boss , A. P., & Russell , S. S., eds. 2000, Protostars and Planets IV
2000
-
[85]
2023, Astronomy & Astrophysics, 679, A82
Mauc \'o , K., Manara, C., Ansdell, M., et al. 2023, Astronomy & Astrophysics, 679, A82
2023
-
[86]
2013, The Astrophysical Journal, 769, 73
McClure, M., Calvet, N., Espaillat, C., et al. 2013, The Astrophysical Journal, 769, 73
2013
-
[87]
2012, The Astronomical Journal, 144, 192
Megeath, S., Gutermuth, R., Muzerolle, J., et al. 2012, The Astronomical Journal, 144, 192
2012
-
[88]
W., Massey, P., Morrell, N
Melena, N. W., Massey, P., Morrell, N. I., & Zangari, A. M. 2008, The Astronomical Journal, 135, 878
2008
-
[89]
1989, Astronomy and Astrophysics (ISSN 0004-6361), vol
Melnick, J., Tapia, M., & Terlevich, R. 1989, Astronomy and Astrophysics (ISSN 0004-6361), vol. 213, no. 1-2, April 1989, p. 89-96., 213, 89
1989
-
[90]
M., Reid , M
Menten , K. M., Reid , M. J., Forbrich , J., & Brunthaler , A. 2007, , 474, 515
2007
-
[91]
2006, arXiv preprint astro-ph/0603554
Millan-Gabet, R., Malbet, F., Akeson, R., et al. 2006, arXiv preprint astro-ph/0603554
2006 arXiv
-
[92]
A., & Ricci, L
Miotello, A., Robberto, M., Potenza, M. A., & Ricci, L. 2012, The Astrophysical Journal, 757, 78
2012
-
[93]
2000, The Astrophysical Journal, 535, L47
Muzerolle, J., Calvet, N., Briceno, C., Hartmann, L., & Hillenbrand, L. 2000, The Astrophysical Journal, 535, L47
2000
-
[94]
2003 a , The Astrophysical Journal, 597, L149
Muzerolle, J., Calvet, N., Hartmann, L., & D’Alessio, P. 2003 a , The Astrophysical Journal, 597, L149
2003
-
[95]
1998, The Astronomical Journal, 116, 2965
Muzerolle, J., Hartmann, L., & Calvet, N. 1998, The Astronomical Journal, 116, 2965
1998
-
[96]
2003 b , The Astrophysical Journal, 592, 266
Muzerolle, J., Hillenbrand, L., Calvet, N., Briceno, C., & Hartmann, L. 2003 b , The Astrophysical Journal, 592, 266
2003
-
[97]
2024, Astronomy & Astrophysics, 691, A32
Ndugu, N., Bitsch, B., & Lienert, J. 2024, Astronomy & Astrophysics, 691, A32
2024
-
[98]
2002, Astronomy & Astrophysics, 394, 253
N \"u rnberger, D., Bronfman, L., Yorke, H., & Zinnecker, H. 2002, Astronomy & Astrophysics, 394, 253
2002
-
[99]
& Petr-Gotzens, M
N \"u rnberger, D. & Petr-Gotzens, M. 2002, Astronomy & Astrophysics, 382, 537
2002
-
[100]
C., Fedriani, R., Lopez, R
o Garatti, A. C., Fedriani, R., Lopez, R. G., et al. 2020, Astronomy & Astrophysics, 635, L12
2020
-
[101]
1993, Astrophysical Journal, Part 1 (ISSN 0004-637X), vol
O'dell, C., Wen, Z., & Hu, X. 1993, Astrophysical Journal, Part 1 (ISSN 0004-637X), vol. 410, no. 2, p. 696-700., 410, 696
1993
-
[102]
Pecaut, M. J. & Mamajek, E. E. 2013, The Astrophysical Journal Supplement Series, 208, 9
2013
-
[103]
B., Gounelle, M., et al
Pfalzner, S., Davies, M. B., Gounelle, M., et al. 2015, Physica Scripta, 90, 068001
2015
-
[104]
M., Drew, J
Porter, J. M., Drew, J. E., & Lumsden, S. L. 1998, Astronomy and Astrophysics, v. 332, p. 999-1016 (1998), 332, 999
1998
- [105]
-
[106]
C., Bik, A., Cuijpers, L., et al
Ram \' rez-Tannus, M. C., Bik, A., Cuijpers, L., et al. 2023, ApJ, 958, L30
2023
-
[107]
A., & Devine, D
Reipurth, B., Bally, J., Fesen, R. A., & Devine, D. 1998, Nature, 396, 343
1998
-
[108]
& Zinnecker, H
Reipurth, B. & Zinnecker, H. 1993, Astronomy and Astrophysics (ISSN 0004-6361), vol. 278, no. 1, p. 81-108, 278, 81
1993
-
[109]
A., Smith, N., et al
Reiter, M., Morse, J. A., Smith, N., et al. 2022, Monthly Notices of the Royal Astronomical Society, 517, 5382
2022
-
[110]
& Smith, N
Reiter, M. & Smith, N. 2013, Monthly Notices of the Royal Astronomical Society, 433, 2226
2013
-
[111]
2016, Monthly Notices of the Royal Astronomical Society, 463, 4344
Reiter, M., Smith, N., & Bally, J. 2016, Monthly Notices of the Royal Astronomical Society, 463, 4344
2016
-
[112]
Ricci, L., Robberto, M., & Soderblom, D. R. 2008, The Astronomical Journal, 136, 2136
2008
-
[113]
Richardson, T., Ginsburg, A., Indebetouw, R., & Robitaille, T. P. 2024, The Astrophysical Journal, 961, 188
2024
-
[114]
Robitaille, T. P. 2017, Astronomy & Astrophysics, 600, A11
2017
-
[115]
2024, arXiv preprint arXiv:2411.05206
Rocamora, M., Reimer, A., Mart \' -Devesa, G., & Kissmann, R. 2024, arXiv preprint arXiv:2411.05206
2024 arXiv
-
[116]
2024 a , arXiv preprint arXiv:2412.05668 (in review)
Rogers, C., Brandl, B., & de Marchi, G. 2024 a , arXiv preprint arXiv:2412.05668 (in review)
2024 arXiv
-
[117]
2024 b , Astronomy & Astrophysics, 688, A111
Rogers, C., Brandl, B., & De Marchi, G. 2024 b , Astronomy & Astrophysics, 688, A111
2024
-
[118]
2024 c , Astronomy & Astrophysics, 684, L8
Rogers, C., De Marchi, G., & Brandl, B. 2024 c , Astronomy & Astrophysics, 684, L8
2024
-
[119]
R., De Marchi, G., Giardino, G., et al
Rogers, C. R., De Marchi, G., Giardino, G., et al. 2022, 12180, 1425
2022
-
[120]
2011, Astronomy & Astrophysics, 525, A8
R \"o llig, M., Kramer, C., Rajbahak, C., et al. 2011, Astronomy & Astrophysics, 525, A8
2011
-
[121]
2006, The Astronomical Journal, 133, 44
Sabbi, E., Sirianni, M., Nota, A., et al. 2006, The Astronomical Journal, 133, 44
2006
-
[122]
J., Brown, J
Salyk, C., Herczeg, G. J., Brown, J. M., et al. 2013, The Astrophysical Journal, 769, 21
2013
-
[123]
2015, Astronomy & Astrophysics, 575, A79
Schneider, N., Ossenkopf, V., Csengeri, T., et al. 2015, Astronomy & Astrophysics, 575, A79
2015
-
[124]
W., Hern \'a ndez, J., Briceno, C., & Calvet, N
Sicilia-Aguilar, A., Hartmann, L. W., Hern \'a ndez, J., Briceno, C., & Calvet, N. 2005, The Astronomical Journal, 130, 188
2005
-
[125]
Soderblom, D. R. 2010, Annual Review of Astronomy and Astrophysics, 48, 581
2010
-
[126]
Somigliana, A., Toci, C., Lodato, G., Rosotti, G., & Manara, C. F. 2020, Monthly Notices of the Royal Astronomical Society, 492, 1120
2020
-
[127]
G., Feiden, G
Stassun, K. G., Feiden, G. A., & Torres, G. 2014, New Astronomy Reviews, 60, 1
2014
-
[128]
M., Strom, S
Strom, K. M., Strom, S. E., Edwards, S., Cabrit, S., & Skrutskie, M. F. 1989, Astronomical Journal (ISSN 0004-6256), vol. 97, May 1989, p. 1451-1470. Research supported by NSF and NASA., 97, 1451
1989
-
[129]
& Bessell, M
Sung, H. & Bessell, M. S. 2004, The Astronomical Journal, 127, 1014
2004
-
[130]
L., Pyo, T.-S., McGregor, P., & Davis, C
Takami, M., Beck, T. L., Pyo, T.-S., McGregor, P., & Davis, C. 2007, The Astrophysical Journal, 670, L33
2007
-
[131]
2018, The Astrophysical Journal, 861, 73
Thanathibodee, T., Calvet, N., Herczeg, G., et al. 2018, The Astrophysical Journal, 861, 73
2018
-
[132]
Tobin, J. J. & Sheehan, P. D. 2024, Annual Review of Astronomy and Astrophysics, 62
2024
-
[133]
2023, Astronomy & Astrophysics, 675, A203
Tsilia, S., De Marchi, G., & Panagia, N. 2023, Astronomy & Astrophysics, 675, A203
2023
-
[134]
D., Cushing, M
Vacca, W. D., Cushing, M. C., & Rayner, J. T. 2003, Publications of the Astronomical Society of the Pacific, 115, 389
2003
-
[135]
E., et al
Virtanen, P., Gommers, R., Oliphant, T. E., et al. 2020, Nature methods, 17, 261
2020
-
[136]
2013, ApJ, 766, L23
Walsh, C., Millar, T., & Nomura, H. 2013, ApJ, 766, L23
2013
-
[137]
2012, ApJ, 747, 114
Walsh, C., Nomura, H., Millar, T., & Aikawa, Y. 2012, ApJ, 747, 114
2012
-
[138]
A., Kastner, J
Weintraub, D. A., Kastner, J. H., & Bary, J. S. 2000, The Astrophysical Journal, 541, 767
2000
-
[139]
1989, The Astrophysical Journal, 340, 823
Wilking, B., Lada, C., & Young, E. 1989, The Astrophysical Journal, 340, 823
1989
-
[140]
J., Benisty, M., Manara, C
Winter, A. J., Benisty, M., Manara, C. F., & Gupta, A. 2024, Astronomy & Astrophysics, 691, A169
2024
-
[141]
Winter, A. J. & Haworth, T. J. 2022, The European Physical Journal Plus, 137, 1132
2022
-
[142]
T., Saito, M., & Tokoku, C
Yasui, C., Kobayashi, N., Tokunaga, A. T., Saito, M., & Tokoku, C. 2009, The Astrophysical Journal, 705, 54
2009
-
[143]
, " * write output.state after.block = add.period write newline
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-
[144]
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Reviewed August 11, 2026 · model on record in the stance chip above.
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